{"id":"W3184022295","doi":"10.3171/2021.3.peds20921","title":"Improving long-term outcomes in pediatric torcular dural sinus malformations with embolization and anticoagulation: a retrospective review of The Hospital for Sick Children experience","year":2021,"lang":"en","type":"review","venue":"Journal of Neurosurgery Pediatrics","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; SickKids Foundation; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Radiological weapon; Retrospective cohort study; Embolization; Medical diagnosis; Medical record; Pediatrics; Single Center; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009271796,0.0001866213,0.0003677918,0.001729175,0.0003549796,0.0005042895,0.0003245017,0.0003051374,0.0006681914],"category_scores_gemma":[0.004349862,0.0001759332,0.0003667823,0.002668228,0.0003831066,0.0005493441,0.0004026625,0.0002648305,0.0001195397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006115822,"about_ca_system_score_gemma":0.0008415355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171621,"about_ca_topic_score_gemma":0.004362133,"domain_scores_codex":[0.9989557,0.0002379776,0.0002961911,0.000124094,0.0002670887,0.0001189048],"domain_scores_gemma":[0.9957948,0.0008907669,0.002715327,0.0001068631,0.0002965492,0.0001957959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006285281,0.00002213602,0.9893071,0.0002031669,0.00005822906,0.002630807,0.0004464276,0.00005259659,0.000165328,0.00003503631,0.0003264406,0.006689847],"study_design_scores_gemma":[0.000009267743,0.0002062975,0.9809994,0.000155623,0.00008241295,0.01505065,0.001280775,0.00005845681,0.0002289572,0.00001170611,0.001905278,0.00001123177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9898122,0.008817153,0.00008877577,0.00008310051,0.00001054161,0.00002466296,0.0005470206,0.000006226122,0.0006104342],"genre_scores_gemma":[0.9903335,0.008682407,0.0002203401,0.00004959873,0.00002663929,0.00002813822,0.0005658838,0.000003970205,0.00008945687],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003171621,"threshold_uncertainty_score":0.00630635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391690760413609,"score_gpt":0.3045636470055935,"score_spread":0.2806467394014573,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}